Overview
Brought to you by YData
Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 12 |
Reproduction
| Analysis started | 2025-07-08 23:58:07.770310 |
|---|---|
| Analysis finished | 2025-07-08 23:58:16.797370 |
| Duration | 9.03 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Age
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.2954 |
| Minimum | 18 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 34 |
| median | 49 |
| Q3 | 65 |
| 95-th percentile | 77 |
| Maximum | 80 |
| Range | 62 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 18.167574 |
|---|---|
| Coefficient of variation (CV) | 0.36854502 |
| Kurtosis | -1.1984467 |
| Mean | 49.2954 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | -0.0066570465 |
| Sum | 492954 |
| Variance | 330.06074 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49 | 202 | 2.0% |
| 71 | 187 | 1.9% |
| 64 | 185 | 1.8% |
| 43 | 182 | 1.8% |
| 34 | 182 | 1.8% |
| 62 | 181 | 1.8% |
| 72 | 180 | 1.8% |
| 66 | 179 | 1.8% |
| 76 | 176 | 1.8% |
| 40 | 174 | 1.7% |
| Other values (53) | 8172 |
| Value | Count | Frequency (%) |
| 18 | 149 | |
| 19 | 155 | |
| 20 | 154 | |
| 21 | 162 | |
| 22 | 142 | |
| 23 | 160 | |
| 24 | 132 | |
| 25 | 168 | |
| 26 | 147 | |
| 27 | 142 |
| Value | Count | Frequency (%) |
| 80 | 160 | |
| 79 | 168 | |
| 78 | 159 | |
| 77 | 169 | |
| 76 | 176 | |
| 75 | 165 | |
| 74 | 157 | |
| 73 | 152 | |
| 72 | 180 | |
| 71 | 187 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5022 | |
| 0 | 4978 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5022 | |
| 0 | 4978 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5022 | |
| 0 | 4978 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5022 | |
| 0 | 4978 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5022 | |
| 0 | 4978 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5022 | |
| 0 | 4978 |
Blood Pressure
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 149.7582 |
| Minimum | 120 |
|---|---|
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 123 |
| Q1 | 134 |
| median | 150 |
| Q3 | 165 |
| 95-th percentile | 177 |
| Maximum | 180 |
| Range | 60 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 17.556268 |
|---|---|
| Coefficient of variation (CV) | 0.11723076 |
| Kurtosis | -1.2084489 |
| Mean | 149.7582 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.01384184 |
| Sum | 1497582 |
| Variance | 308.22256 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 134 | 214 | 2.1% |
| 167 | 195 | 1.9% |
| 150 | 193 | 1.9% |
| 171 | 182 | 1.8% |
| 140 | 181 | 1.8% |
| 142 | 181 | 1.8% |
| 170 | 181 | 1.8% |
| 133 | 178 | 1.8% |
| 126 | 178 | 1.8% |
| 129 | 177 | 1.8% |
| Other values (51) | 8140 |
| Value | Count | Frequency (%) |
| 120 | 174 | |
| 121 | 162 | |
| 122 | 161 | |
| 123 | 161 | |
| 124 | 169 | |
| 125 | 148 | |
| 126 | 178 | |
| 127 | 169 | |
| 128 | 171 | |
| 129 | 177 |
| Value | Count | Frequency (%) |
| 180 | 148 | |
| 179 | 140 | |
| 178 | 155 | |
| 177 | 172 | |
| 176 | 143 | |
| 175 | 167 | |
| 174 | 149 | |
| 173 | 167 | |
| 172 | 165 | |
| 171 | 182 |
Cholesterol Level
Real number (ℝ)
| Distinct | 151 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 225.4273 |
| Minimum | 150 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 150 |
|---|---|
| 5-th percentile | 158 |
| Q1 | 187 |
| median | 226 |
| Q3 | 263 |
| 95-th percentile | 293 |
| Maximum | 300 |
| Range | 150 |
| Interquartile range (IQR) | 76 |
Descriptive statistics
| Standard deviation | 43.510401 |
|---|---|
| Coefficient of variation (CV) | 0.19301301 |
| Kurtosis | -1.1997294 |
| Mean | 225.4273 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | -0.0072496877 |
| Sum | 2254273 |
| Variance | 1893.155 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 226 | 96 | 1.0% |
| 292 | 91 | 0.9% |
| 186 | 84 | 0.8% |
| 288 | 83 | 0.8% |
| 185 | 83 | 0.8% |
| 193 | 81 | 0.8% |
| 255 | 79 | 0.8% |
| 165 | 78 | 0.8% |
| 162 | 78 | 0.8% |
| 289 | 77 | 0.8% |
| Other values (141) | 9170 |
| Value | Count | Frequency (%) |
| 150 | 61 | |
| 151 | 57 | |
| 152 | 72 | |
| 153 | 62 | |
| 154 | 65 | |
| 155 | 66 | |
| 156 | 62 | |
| 157 | 49 | |
| 158 | 61 | |
| 159 | 66 |
| Value | Count | Frequency (%) |
| 300 | 68 | |
| 299 | 71 | |
| 298 | 51 | |
| 297 | 60 | |
| 296 | 70 | |
| 295 | 62 | |
| 294 | 67 | |
| 293 | 66 | |
| 292 | 91 | |
| 291 | 55 |
Exercise Habits
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 2 | |
|---|---|
| 1 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 3397 | |
| 1 | 3332 | |
| 0 | 3271 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 3397 | |
| 1 | 3332 | |
| 0 | 3271 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 3397 | |
| 1 | 3332 | |
| 0 | 3271 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3397 | |
| 1 | 3332 | |
| 0 | 3271 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3397 | |
| 1 | 3332 | |
| 0 | 3271 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3397 | |
| 1 | 3332 | |
| 0 | 3271 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5148 | |
| 0 | 4852 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5148 | |
| 0 | 4852 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5148 | |
| 0 | 4852 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5148 | |
| 0 | 4852 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5148 | |
| 0 | 4852 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5148 | |
| 0 | 4852 |
Family Heart Disease
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5025 | |
| 1 | 4975 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5025 | |
| 1 | 4975 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5025 | |
| 1 | 4975 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5025 | |
| 1 | 4975 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5025 | |
| 1 | 4975 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5025 | |
| 1 | 4975 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5048 | |
| 1 | 4952 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5048 | |
| 1 | 4952 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5048 | |
| 1 | 4952 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5048 | |
| 1 | 4952 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5048 | |
| 1 | 4952 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5048 | |
| 1 | 4952 |
BMI
Real number (ℝ)
| Distinct | 9979 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.077274 |
| Minimum | 18.002837 |
|---|---|
| Maximum | 39.996954 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 18.002837 |
|---|---|
| 5-th percentile | 19.145012 |
| Q1 | 23.668887 |
| median | 29.079492 |
| Q3 | 34.509009 |
| 95-th percentile | 38.872393 |
| Maximum | 39.996954 |
| Range | 21.994117 |
| Interquartile range (IQR) | 10.840121 |
Descriptive statistics
| Standard deviation | 6.3001558 |
|---|---|
| Coefficient of variation (CV) | 0.21666941 |
| Kurtosis | -1.1774461 |
| Mean | 29.077274 |
| Median Absolute Deviation (MAD) | 5.4192347 |
| Skewness | -0.02136825 |
| Sum | 290772.74 |
| Variance | 39.691964 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29.07949159 | 22 | 0.2% |
| 24.99159109 | 1 | < 0.1% |
| 18.05695757 | 1 | < 0.1% |
| 28.73666675 | 1 | < 0.1% |
| 27.84084544 | 1 | < 0.1% |
| 23.68829856 | 1 | < 0.1% |
| 27.81803869 | 1 | < 0.1% |
| 22.47766533 | 1 | < 0.1% |
| 33.62495301 | 1 | < 0.1% |
| 37.99327298 | 1 | < 0.1% |
| Other values (9969) | 9969 |
| Value | Count | Frequency (%) |
| 18.00283694 | 1 | |
| 18.0070582 | 1 | |
| 18.00870862 | 1 | |
| 18.00875696 | 1 | |
| 18.00891781 | 1 | |
| 18.01162775 | 1 | |
| 18.01450821 | 1 | |
| 18.0147327 | 1 | |
| 18.01572549 | 1 | |
| 18.01600423 | 1 |
| Value | Count | Frequency (%) |
| 39.9969538 | 1 | |
| 39.99579742 | 1 | |
| 39.99459813 | 1 | |
| 39.98949339 | 1 | |
| 39.98901483 | 1 | |
| 39.9888456 | 1 | |
| 39.97948634 | 1 | |
| 39.97591451 | 1 | |
| 39.97447577 | 1 | |
| 39.97063009 | 1 |
High Blood Pressure
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5048 | |
| 0 | 4952 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5048 | |
| 0 | 4952 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5048 | |
| 0 | 4952 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5048 | |
| 0 | 4952 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5048 | |
| 0 | 4952 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5048 | |
| 0 | 4952 |
Low HDL Cholesterol
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5025 | |
| 0 | 4975 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5025 | |
| 0 | 4975 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5025 | |
| 0 | 4975 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5025 | |
| 0 | 4975 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5025 | |
| 0 | 4975 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5025 | |
| 0 | 4975 |
High LDL Cholesterol
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5062 | |
| 1 | 4938 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5062 | |
| 1 | 4938 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5062 | |
| 1 | 4938 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5062 | |
| 1 | 4938 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5062 | |
| 1 | 4938 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 5062 | |
| 1 | 4938 |
Alcohol Consumption
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 5086 | |
| 1 | 2488 | |
| 3 | 2426 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 5086 | |
| 1 | 2488 | |
| 3 | 2426 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 5086 | |
| 1 | 2488 | |
| 3 | 2426 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 5086 | |
| 1 | 2488 | |
| 3 | 2426 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 5086 | |
| 1 | 2488 | |
| 3 | 2426 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 5086 | |
| 1 | 2488 | |
| 3 | 2426 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3409 | |
| 0 | 3320 | |
| 2 | 3271 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3409 | |
| 0 | 3320 | |
| 2 | 3271 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3409 | |
| 0 | 3320 | |
| 2 | 3271 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3409 | |
| 0 | 3320 | |
| 2 | 3271 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3409 | |
| 0 | 3320 | |
| 2 | 3271 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3409 | |
| 0 | 3320 | |
| 2 | 3271 |
Sleep Hours
Real number (ℝ)
| Distinct | 9975 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9913593 |
| Minimum | 4.0006055 |
|---|---|
| Maximum | 9.9999523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 4.0006055 |
|---|---|
| 5-th percentile | 4.2787162 |
| Q1 | 5.4552881 |
| median | 7.0032523 |
| Q3 | 8.5279381 |
| 95-th percentile | 9.7057177 |
| Maximum | 9.9999523 |
| Range | 5.9993468 |
| Interquartile range (IQR) | 3.07265 |
Descriptive statistics
| Standard deviation | 1.7510023 |
|---|---|
| Coefficient of variation (CV) | 0.25045234 |
| Kurtosis | -1.2197527 |
| Mean | 6.9913593 |
| Median Absolute Deviation (MAD) | 1.5364638 |
| Skewness | 0.00012065864 |
| Sum | 69913.593 |
| Variance | 3.0660089 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.003252335 | 26 | 0.3% |
| 7.63322838 | 1 | < 0.1% |
| 6.600080829 | 1 | < 0.1% |
| 8.017111756 | 1 | < 0.1% |
| 4.55997574 | 1 | < 0.1% |
| 9.600425292 | 1 | < 0.1% |
| 4.74476551 | 1 | < 0.1% |
| 8.002935673 | 1 | < 0.1% |
| 7.810732471 | 1 | < 0.1% |
| 8.188182738 | 1 | < 0.1% |
| Other values (9965) | 9965 |
| Value | Count | Frequency (%) |
| 4.000605496 | 1 | |
| 4.000772948 | 1 | |
| 4.001081817 | 1 | |
| 4.00211061 | 1 | |
| 4.002624344 | 1 | |
| 4.002661697 | 1 | |
| 4.002895496 | 1 | |
| 4.003256213 | 1 | |
| 4.005054241 | 1 | |
| 4.005261905 | 1 |
| Value | Count | Frequency (%) |
| 9.999952254 | 1 | |
| 9.99915082 | 1 | |
| 9.998776396 | 1 | |
| 9.998525334 | 1 | |
| 9.9982211 | 1 | |
| 9.998006734 | 1 | |
| 9.997739297 | 1 | |
| 9.997299691 | 1 | |
| 9.997255758 | 1 | |
| 9.996252129 | 1 |
Sugar Consumption
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3420 | |
| 2 | 3330 | |
| 1 | 3250 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3420 | |
| 2 | 3330 | |
| 1 | 3250 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3420 | |
| 2 | 3330 | |
| 1 | 3250 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3420 | |
| 2 | 3330 | |
| 1 | 3250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3420 | |
| 2 | 3330 | |
| 1 | 3250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3420 | |
| 2 | 3330 | |
| 1 | 3250 |
Triglyceride Level
Real number (ℝ)
| Distinct | 301 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250.7325 |
| Minimum | 100 |
|---|---|
| Maximum | 400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 114 |
| Q1 | 176 |
| median | 250 |
| Q3 | 326 |
| 95-th percentile | 387 |
| Maximum | 400 |
| Range | 300 |
| Interquartile range (IQR) | 150 |
Descriptive statistics
| Standard deviation | 86.953962 |
|---|---|
| Coefficient of variation (CV) | 0.34679972 |
| Kurtosis | -1.1944603 |
| Mean | 250.7325 |
| Median Absolute Deviation (MAD) | 75 |
| Skewness | 0.0062157577 |
| Sum | 2507325 |
| Variance | 7560.9914 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 250 | 64 | 0.6% |
| 307 | 48 | 0.5% |
| 215 | 47 | 0.5% |
| 228 | 47 | 0.5% |
| 173 | 46 | 0.5% |
| 400 | 46 | 0.5% |
| 349 | 46 | 0.5% |
| 375 | 46 | 0.5% |
| 186 | 45 | 0.4% |
| 251 | 45 | 0.4% |
| Other values (291) | 9520 |
| Value | Count | Frequency (%) |
| 100 | 38 | |
| 101 | 32 | |
| 102 | 31 | |
| 103 | 36 | |
| 104 | 24 | |
| 105 | 33 | |
| 106 | 31 | |
| 107 | 35 | |
| 108 | 25 | |
| 109 | 34 |
| Value | Count | Frequency (%) |
| 400 | 46 | |
| 399 | 35 | |
| 398 | 33 | |
| 397 | 41 | |
| 396 | 38 | |
| 395 | 30 | |
| 394 | 41 | |
| 393 | 39 | |
| 392 | 34 | |
| 391 | 25 |
Fasting Blood Sugar
Real number (ℝ)
| Distinct | 81 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.1419 |
| Minimum | 80 |
|---|---|
| Maximum | 160 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 84 |
| Q1 | 99 |
| median | 120 |
| Q3 | 141 |
| 95-th percentile | 156 |
| Maximum | 160 |
| Range | 80 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 23.558053 |
|---|---|
| Coefficient of variation (CV) | 0.19608524 |
| Kurtosis | -1.2261418 |
| Mean | 120.1419 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.0088846842 |
| Sum | 1201419 |
| Variance | 554.98186 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 119 | 151 | 1.5% |
| 149 | 149 | 1.5% |
| 148 | 148 | 1.5% |
| 96 | 147 | 1.5% |
| 85 | 141 | 1.4% |
| 153 | 139 | 1.4% |
| 139 | 139 | 1.4% |
| 120 | 139 | 1.4% |
| 111 | 139 | 1.4% |
| 141 | 138 | 1.4% |
| Other values (71) | 8570 |
| Value | Count | Frequency (%) |
| 80 | 117 | |
| 81 | 127 | |
| 82 | 119 | |
| 83 | 134 | |
| 84 | 130 | |
| 85 | 141 | |
| 86 | 98 | |
| 87 | 127 | |
| 88 | 128 | |
| 89 | 118 |
| Value | Count | Frequency (%) |
| 160 | 126 | |
| 159 | 128 | |
| 158 | 124 | |
| 157 | 116 | |
| 156 | 137 | |
| 155 | 103 | |
| 154 | 135 | |
| 153 | 139 | |
| 152 | 113 | |
| 151 | 130 |
CRP Level
Real number (ℝ)
| Distinct | 9975 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4722005 |
| Minimum | 0.0036467124 |
|---|---|
| Maximum | 14.997087 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0.0036467124 |
|---|---|
| 5-th percentile | 0.71517786 |
| Q1 | 3.6818004 |
| median | 7.4721644 |
| Q3 | 11.244879 |
| 95-th percentile | 14.207879 |
| Maximum | 14.997087 |
| Range | 14.99344 |
| Interquartile range (IQR) | 7.5630788 |
Descriptive statistics
| Standard deviation | 4.334601 |
|---|---|
| Coefficient of variation (CV) | 0.58009699 |
| Kurtosis | -1.2047256 |
| Mean | 7.4722005 |
| Median Absolute Deviation (MAD) | 3.7848548 |
| Skewness | -0.0040739525 |
| Sum | 74722.005 |
| Variance | 18.788766 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.472164393 | 26 | 0.3% |
| 12.96924569 | 1 | < 0.1% |
| 7.82322549 | 1 | < 0.1% |
| 1.761838151 | 1 | < 0.1% |
| 5.630721103 | 1 | < 0.1% |
| 10.1942412 | 1 | < 0.1% |
| 13.84827798 | 1 | < 0.1% |
| 12.90229278 | 1 | < 0.1% |
| 2.452627325 | 1 | < 0.1% |
| 0.9317634501 | 1 | < 0.1% |
| Other values (9965) | 9965 |
| Value | Count | Frequency (%) |
| 0.003646712362 | 1 | |
| 0.008811190431 | 1 | |
| 0.01058465733 | 1 | |
| 0.01133684843 | 1 | |
| 0.0126981196 | 1 | |
| 0.01487135133 | 1 | |
| 0.0154669267 | 1 | |
| 0.01928247725 | 1 | |
| 0.02003004144 | 1 | |
| 0.02054069269 | 1 |
| Value | Count | Frequency (%) |
| 14.99708673 | 1 | |
| 14.99662473 | 1 | |
| 14.9964313 | 1 | |
| 14.9949198 | 1 | |
| 14.98959621 | 1 | |
| 14.98177895 | 1 | |
| 14.98171819 | 1 | |
| 14.97812258 | 1 | |
| 14.97652019 | 1 | |
| 14.97579734 | 1 |
Homocysteine Level
Real number (ℝ)
| Distinct | 9981 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.456177 |
| Minimum | 5.0002365 |
|---|---|
| Maximum | 19.999037 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 5.0002365 |
|---|---|
| 5-th percentile | 5.7129076 |
| Q1 | 8.7297713 |
| median | 12.409395 |
| Q3 | 16.130968 |
| 95-th percentile | 19.244496 |
| Maximum | 19.999037 |
| Range | 14.998801 |
| Interquartile range (IQR) | 7.4011969 |
Descriptive statistics
| Standard deviation | 4.3191003 |
|---|---|
| Coefficient of variation (CV) | 0.34674365 |
| Kurtosis | -1.1761192 |
| Mean | 12.456177 |
| Median Absolute Deviation (MAD) | 3.6971984 |
| Skewness | 0.0079593029 |
| Sum | 124561.77 |
| Variance | 18.654628 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12.40939538 | 20 | 0.2% |
| 12.3872504 | 1 | < 0.1% |
| 17.69504762 | 1 | < 0.1% |
| 15.83024389 | 1 | < 0.1% |
| 5.358912056 | 1 | < 0.1% |
| 9.445296887 | 1 | < 0.1% |
| 12.72935985 | 1 | < 0.1% |
| 8.062251698 | 1 | < 0.1% |
| 11.85308719 | 1 | < 0.1% |
| 15.25711017 | 1 | < 0.1% |
| Other values (9971) | 9971 |
| Value | Count | Frequency (%) |
| 5.000236488 | 1 | |
| 5.001208789 | 1 | |
| 5.002809604 | 1 | |
| 5.002877423 | 1 | |
| 5.006436734 | 1 | |
| 5.009292436 | 1 | |
| 5.010650326 | 1 | |
| 5.010787553 | 1 | |
| 5.011536896 | 1 | |
| 5.011873943 | 1 |
| Value | Count | Frequency (%) |
| 19.99903699 | 1 | |
| 19.99875896 | 1 | |
| 19.99703165 | 1 | |
| 19.99654662 | 1 | |
| 19.99606262 | 1 | |
| 19.99591638 | 1 | |
| 19.99329153 | 1 | |
| 19.9926266 | 1 | |
| 19.99202839 | 1 | |
| 19.99164212 | 1 |
Heart Disease Status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8000 | |
| 1 | 2000 | 20.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 8000 | |
| 1 | 2000 | 20.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8000 | |
| 1 | 2000 | 20.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8000 | |
| 1 | 2000 | 20.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8000 | |
| 1 | 2000 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8000 | |
| 1 | 2000 | 20.0% |
Interactions
Correlations
| Age | Alcohol Consumption | BMI | Blood Pressure | CRP Level | Cholesterol Level | Diabetes | Exercise Habits | Family Heart Disease | Fasting Blood Sugar | Gender | Heart Disease Status | High Blood Pressure | High LDL Cholesterol | Homocysteine Level | Low HDL Cholesterol | Sleep Hours | Smoking | Stress Level | Sugar Consumption | Triglyceride Level | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.021 | 0.011 | -0.021 | 0.009 | 0.011 | 0.000 | 0.000 | 0.009 | -0.006 | 0.000 | 0.023 | 0.037 | 0.035 | -0.007 | 0.014 | 0.003 | 0.000 | 0.019 | 0.005 | -0.008 |
| Alcohol Consumption | 0.021 | 1.000 | 0.000 | 0.000 | 0.011 | 0.012 | 0.000 | 0.004 | 0.007 | 0.000 | 0.022 | 0.011 | 0.000 | 0.026 | 0.017 | 0.000 | 0.005 | 0.000 | 0.012 | 0.024 | 0.000 |
| BMI | 0.011 | 0.000 | 1.000 | 0.005 | -0.017 | 0.022 | 0.000 | 0.000 | 0.000 | 0.006 | 0.019 | 0.016 | 0.016 | 0.022 | 0.004 | 0.027 | -0.001 | 0.029 | 0.013 | 0.000 | 0.005 |
| Blood Pressure | -0.021 | 0.000 | 0.005 | 1.000 | -0.010 | -0.012 | 0.011 | 0.000 | 0.000 | -0.012 | 0.019 | 0.024 | 0.011 | 0.000 | -0.003 | 0.000 | 0.001 | 0.015 | 0.028 | 0.021 | 0.008 |
| CRP Level | 0.009 | 0.011 | -0.017 | -0.010 | 1.000 | -0.018 | 0.000 | 0.000 | 0.011 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | -0.010 | 0.000 | 0.002 | 0.016 | 0.000 | 0.000 | -0.006 |
| Cholesterol Level | 0.011 | 0.012 | 0.022 | -0.012 | -0.018 | 1.000 | 0.017 | 0.019 | 0.016 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | -0.006 | 0.000 | 0.011 | 0.000 | 0.000 | 0.011 | 0.001 |
| Diabetes | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.017 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.016 | 0.007 | 0.023 | 0.000 | 0.000 |
| Exercise Habits | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.010 |
| Family Heart Disease | 0.009 | 0.007 | 0.000 | 0.000 | 0.011 | 0.016 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.005 | 0.012 | 0.000 | 0.020 | 0.000 | 0.002 | 0.000 | 0.000 |
| Fasting Blood Sugar | -0.006 | 0.000 | 0.006 | -0.012 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.020 | 0.020 | -0.020 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.008 |
| Gender | 0.000 | 0.022 | 0.019 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.014 | 0.010 | 0.004 | 0.033 | 0.000 | 0.025 | 0.004 | 0.004 | 0.000 | 0.029 |
| Heart Disease Status | 0.023 | 0.011 | 0.016 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 |
| High Blood Pressure | 0.037 | 0.000 | 0.016 | 0.011 | 0.000 | 0.020 | 0.000 | 0.000 | 0.015 | 0.020 | 0.010 | 0.000 | 1.000 | 0.000 | 0.000 | 0.004 | 0.016 | 0.017 | 0.000 | 0.008 | 0.000 |
| High LDL Cholesterol | 0.035 | 0.026 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.005 | 0.020 | 0.004 | 0.000 | 0.000 | 1.000 | 0.011 | 0.000 | 0.008 | 0.000 | 0.015 | 0.000 | 0.005 |
| Homocysteine Level | -0.007 | 0.017 | 0.004 | -0.003 | -0.010 | -0.006 | 0.021 | 0.000 | 0.012 | -0.020 | 0.033 | 0.000 | 0.000 | 0.011 | 1.000 | 0.000 | -0.020 | 0.018 | 0.000 | 0.010 | -0.006 |
| Low HDL Cholesterol | 0.014 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 1.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 |
| Sleep Hours | 0.003 | 0.005 | -0.001 | 0.001 | 0.002 | 0.011 | 0.016 | 0.000 | 0.020 | 0.009 | 0.025 | 0.000 | 0.016 | 0.008 | -0.020 | 0.000 | 1.000 | 0.017 | 0.000 | 0.000 | 0.002 |
| Smoking | 0.000 | 0.000 | 0.029 | 0.015 | 0.016 | 0.000 | 0.007 | 0.017 | 0.000 | 0.000 | 0.004 | 0.000 | 0.017 | 0.000 | 0.018 | 0.007 | 0.017 | 1.000 | 0.000 | 0.000 | 0.000 |
| Stress Level | 0.019 | 0.012 | 0.013 | 0.028 | 0.000 | 0.000 | 0.023 | 0.000 | 0.002 | 0.000 | 0.004 | 0.023 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.009 | 0.000 |
| Sugar Consumption | 0.005 | 0.024 | 0.000 | 0.021 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.009 | 1.000 | 0.013 |
| Triglyceride Level | -0.008 | 0.000 | 0.005 | 0.008 | -0.006 | 0.001 | 0.000 | 0.010 | 0.000 | 0.008 | 0.029 | 0.000 | 0.000 | 0.005 | -0.006 | 0.000 | 0.002 | 0.000 | 0.000 | 0.013 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Age | Gender | Blood Pressure | Cholesterol Level | Exercise Habits | Smoking | Family Heart Disease | Diabetes | BMI | High Blood Pressure | Low HDL Cholesterol | High LDL Cholesterol | Alcohol Consumption | Stress Level | Sleep Hours | Sugar Consumption | Triglyceride Level | Fasting Blood Sugar | CRP Level | Homocysteine Level | Heart Disease Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 56.0 | 1 | 153.0 | 155.0 | 2 | 1 | 1 | 0 | 24.991591 | 1 | 1 | 0 | 3 | 1 | 7.633228 | 1 | 342.0 | 120.0 | 12.969246 | 12.387250 | 0 |
| 1 | 69.0 | 0 | 146.0 | 286.0 | 2 | 0 | 1 | 1 | 25.221799 | 0 | 1 | 0 | 2 | 2 | 8.744034 | 1 | 133.0 | 157.0 | 9.355389 | 19.298875 | 0 |
| 2 | 46.0 | 1 | 126.0 | 216.0 | 0 | 0 | 0 | 0 | 29.855447 | 0 | 1 | 1 | 1 | 0 | 4.440440 | 0 | 393.0 | 92.0 | 12.709873 | 11.230926 | 0 |
| 3 | 32.0 | 0 | 122.0 | 293.0 | 2 | 1 | 1 | 0 | 24.130477 | 1 | 0 | 1 | 1 | 2 | 5.249405 | 2 | 293.0 | 94.0 | 12.509046 | 5.961958 | 0 |
| 4 | 60.0 | 1 | 166.0 | 242.0 | 0 | 1 | 1 | 1 | 20.486289 | 1 | 0 | 0 | 1 | 2 | 7.030971 | 2 | 263.0 | 154.0 | 10.381259 | 8.153887 | 0 |
| 5 | 25.0 | 1 | 152.0 | 257.0 | 0 | 1 | 0 | 0 | 28.144681 | 0 | 0 | 0 | 1 | 1 | 5.504876 | 0 | 126.0 | 91.0 | 4.297575 | 10.815983 | 0 |
| 6 | 78.0 | 0 | 121.0 | 175.0 | 2 | 1 | 1 | 1 | 18.042332 | 0 | 1 | 0 | 2 | 1 | 9.240911 | 1 | 107.0 | 85.0 | 11.582983 | 19.659461 | 0 |
| 7 | 38.0 | 0 | 161.0 | 187.0 | 0 | 1 | 1 | 1 | 34.736683 | 0 | 0 | 0 | 1 | 1 | 7.841008 | 2 | 228.0 | 111.0 | 4.929381 | 17.146599 | 0 |
| 8 | 56.0 | 0 | 135.0 | 291.0 | 0 | 0 | 1 | 1 | 34.493112 | 1 | 1 | 1 | 3 | 0 | 6.941403 | 2 | 317.0 | 103.0 | 5.119015 | 6.051129 | 0 |
| 9 | 75.0 | 1 | 144.0 | 252.0 | 0 | 1 | 1 | 0 | 30.142149 | 0 | 0 | 1 | 1 | 1 | 4.002662 | 2 | 199.0 | 96.0 | 10.005698 | 7.604357 | 0 |
| Age | Gender | Blood Pressure | Cholesterol Level | Exercise Habits | Smoking | Family Heart Disease | Diabetes | BMI | High Blood Pressure | Low HDL Cholesterol | High LDL Cholesterol | Alcohol Consumption | Stress Level | Sleep Hours | Sugar Consumption | Triglyceride Level | Fasting Blood Sugar | CRP Level | Homocysteine Level | Heart Disease Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 55.0 | 0 | 131.0 | 160.0 | 2 | 1 | 0 | 1 | 32.363462 | 0 | 0 | 0 | 1 | 1 | 5.018783 | 1 | 267.0 | 129.0 | 0.603213 | 11.298252 | 1 |
| 9991 | 41.0 | 0 | 160.0 | 241.0 | 1 | 0 | 1 | 1 | 39.346342 | 1 | 1 | 1 | 2 | 2 | 4.343666 | 0 | 178.0 | 106.0 | 4.718864 | 14.219791 | 1 |
| 9992 | 68.0 | 0 | 169.0 | 291.0 | 1 | 1 | 0 | 0 | 22.839718 | 0 | 1 | 0 | 2 | 0 | 6.057509 | 2 | 299.0 | 142.0 | 3.321020 | 11.910244 | 1 |
| 9993 | 27.0 | 0 | 153.0 | 188.0 | 1 | 0 | 0 | 1 | 28.173059 | 1 | 1 | 0 | 2 | 1 | 4.834842 | 2 | 300.0 | 118.0 | 6.216700 | 13.114808 | 1 |
| 9994 | 73.0 | 0 | 144.0 | 191.0 | 1 | 1 | 1 | 1 | 39.459620 | 0 | 0 | 0 | 2 | 0 | 7.549114 | 1 | 200.0 | 88.0 | 1.154904 | 8.021732 | 1 |
| 9995 | 25.0 | 0 | 136.0 | 243.0 | 1 | 1 | 0 | 0 | 18.788791 | 1 | 0 | 1 | 2 | 2 | 6.834954 | 1 | 343.0 | 133.0 | 3.588814 | 19.132004 | 1 |
| 9996 | 38.0 | 1 | 172.0 | 154.0 | 1 | 0 | 0 | 0 | 31.856801 | 1 | 0 | 1 | 2 | 2 | 8.247784 | 0 | 377.0 | 83.0 | 2.658267 | 9.715709 | 1 |
| 9997 | 73.0 | 1 | 152.0 | 201.0 | 2 | 1 | 0 | 1 | 26.899911 | 0 | 1 | 1 | 2 | 0 | 4.436762 | 0 | 248.0 | 88.0 | 4.408867 | 9.492429 | 1 |
| 9998 | 23.0 | 1 | 142.0 | 299.0 | 0 | 1 | 0 | 1 | 34.964026 | 1 | 0 | 1 | 2 | 2 | 8.526329 | 1 | 113.0 | 153.0 | 7.215634 | 11.873486 | 1 |
| 9999 | 38.0 | 0 | 128.0 | 193.0 | 1 | 1 | 1 | 1 | 25.111295 | 0 | 1 | 1 | 3 | 1 | 5.659394 | 2 | 121.0 | 149.0 | 14.387810 | 6.208531 | 1 |